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BACKGROUND: Empathy refers to the cognitive and emotional reactions of an individual to the experiences of another. Women with premenstrual dysphoric disorder (PMDD) report severe social difficulties during the luteal phase of their menstrual cycle. AIMS: This clinical and functional magnetic resonance imaging study aimed to explore affective and cognitive empathy in women with PMDD, during the highly symptomatic luteal phase. METHOD: Overall, 32 women with PMDD and 20 healthy controls participated in the study. The neuroimaging data were collected using a highly empathy-engaging movie. First, we characterised the synchrony of neural responses within PMDD and healthy groups, using the inter-individual correlation approach. Next, using network cohesion analysis, we compared connectivity within and between brain networks associated with affective and cognitive empathy between groups, and assessed the association of these network patterns with empathic measures. RESULTS: A consistent, although complex, picture of empathy abnormalities was found. Patients with PMDD showed decreased neural synchrony in parietal and frontal key nodes of cognitive empathy processing (theory-of-mind network), but higher neural synchrony in the anterior insula and anterior cingulate cortex, a part of the salience network, implicated in affective empathy. Positive correlations between cognitive perspective-taking scores and neural synchrony were found within the theory-of-mind network. Interestingly, during highly emotional moments, the PMDD group showed increased functional connectivity within this network. CONCLUSIONS: Similar to major depression, individuals with PMDD show enhanced affective empathy and reduced cognitive empathy. These findings echo clinical observations reported when women with PMDD have a dysregulated emotional response to negative stimuli.
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BACKGROUND: The increasing prevalence of metabolic syndrome (MetS) among adolescents necessitates a simple and easy-to-use screening tool. This study aimed to develop and validate a simple model based on age, sex, race, and weight-for-age or BMI-for-age to identify adolescents with MetS. METHODS: A cross-sectional study of adolescents (aged 12-18 years) who participated in the American National Health and Nutrition Examination Survey (NHANES) was performed. Participants with pre-existing hypertension, diabetes or dyslipidemia were excluded. Data from 2005-2018 were randomly divided into training (70%) and validation (30%) sets. Anthropometric, demographic data, and MetS criteria were extracted. RESULTS: The training group included 1974 adolescents (52% boys, median age 15 years), and the validation group included 848 adolescents (50% boys, median age 14 years). Both weight- and BMI-for-age demonstrated good discrimination ability in the training group (AUC = 0.897 and 0.902, respectively), with no significant difference between them (p = 0.344). Multivariable models showed similar discrimination ability. Therefore, weight-for-age was chosen and using Youden's index, the 93rd weight-for-age percentile (SDS 1.5) was identified as the optimal cut-off value for MetS. Similar values were observed in the validation group. CONCLUSIONS: Among adolescents aged 12-18 years, weight-for-age percentiles are an easy-to-use primary screening indicator for the presence of MetS. IMPACT: The prevalence of metabolic syndrome in adolescents is increasing. An early detection screening tool is required to prevent related adulthood morbidity. Screening adolescents for metabolic syndrome is challenging. This study suggests the use of weight-for-age as a single criterion for primary screening of adolescents aged 12-18. Using weight-for-age as a single predictor of metabolic syndrome is expected to increase screening rates compared to using BMI-for-age, due to its simplicity.
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BACKGROUND: Gamification of behavioral intervention for tic disorders (TDs) potentially enhances compliance and offers key clinical advantages. By delivering immediate positive feedback upon tic-suppression, games may counteract negative reinforcement, which presumably contribute to tic consolidation by relieving uncomfortable premonitory urges. OBJECTIVES: We developed a gamified protocol (XTics), which leverages this potential by combining gamified tic-triggering with immediate feedback, and evaluated its clinical value in enhancing tic suppression. METHODS: XTics encompasses two conditions: Immediate and Contingent Reward (ICR), where game progression is contingent upon successful tic suppression, and Delayed Reward (DR), where game events' outcomes are random. Employing a randomized crossover design, 35 participants (aged 7-15 years) underwent daily gaming sessions over a week per condition. Improvements in our primary measures, including the inter-tic interval (ITI) and tic severity assessment by blinded evaluators (Yale Global Tic Severity-Total Tic Score [YGTSS-TTS], Rush), and parents (Parent Tic Questionnaire [PTQ]), were compared between ICR and DR, and assessed across conditions for the 4-week protocol. RESULTS: No participant voluntarily left the study before completing its two-phase protocol. As expected, ITI showed significantly larger improvement (Z = 4.19, P = 2.85 × 10-5) after ICR (1442 ± 2250%) versus DR (242 ± 493%) training, increasing at a higher pace (t(67) = 3.15, P = 0.0025). Similarly, Rush tic severity scores reduced more post-ICR versus DR (t(47) = 3.47, P = 0.002). We observed a clinically significant reduction of 25.69 ± 23.39% in YGTSS-TTS following a f4-week protocol including both conditions. Parent-reported tic severity decreased by 42.99 ± 31.69% from baseline to 3 months post-treatment. CONCLUSIONS: The combination of gamified tic-triggering with immediate and contingent rewards demonstrates a promising approach for enhancing treatment efficacy in TDs, boosting traditional therapeutic methods. © 2024 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
Subject(s)
Tic Disorders , Humans , Child , Male , Female , Adolescent , Tic Disorders/therapy , Cross-Over Studies , Video Games , Behavior Therapy/methods , Treatment Outcome , Reward , Severity of Illness Index , Tics/therapyABSTRACT
The study of infant gaze has long been a key tool for understanding the developing mind. However, labor-intensive data collection and processing limit the speed at which this understanding can be advanced. Here, we demonstrate an asynchronous workflow for conducting violation-of-expectation (VoE) experiments, which is fully "hands-off" for the experimenter. We first replicate four classic VoE experiments in a synchronous online setting, and show that VoE can generate highly replicable effects through remote testing. We then confirm the accuracy of a state-of-the-art gaze annotation software, iCatcher+ in a new setting. Third, we train parents to control the experiment flow based on the infant's gaze. Combining all three innovations, we then conduct an asynchronous automated infant-contingent VoE experiment. The hands-off workflow successfully replicates a classic VoE effect: infants look longer at inefficient actions than efficient ones. We compare the resulting effect size and statistical power to the same study run in-lab and synchronously via Zoom. The hands-off workflow significantly reduces the marginal cost and time per participant, enabling larger sample sizes. By enhancing the reproducibility and robustness of findings relying on infant looking, this workflow could help support a cumulative science of infant cognition. Tools to implement the workflow are openly available. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
Subject(s)
Fixation, Ocular , Workflow , Humans , Infant , Female , Male , Fixation, Ocular/physiology , Child Development/physiology , Reproducibility of Results , Eye-Tracking TechnologyABSTRACT
BACKGROUND AND PURPOSE: Children in developed countries spend a significant portion of their waking hours engaging with audiovisual content and video games. The impact of media consumption on children's health and well-being has been widely studied, including its effects on tic disorders. Previous studies have shown that tic frequency can both increase and decrease during activities like gaming and television watching, resulting in mixed findings. METHODS: To better understand the impact of audiovisual media on tics, we conducted a fine-grained tic manifestation analysis. We focused on the effects of the impact of a movie scene with suspensful elements and a video game designed to heighten anticipation, thought to stimulate phasic and striatal dopamine release. We closely monitored tic frequency throuhghout these experiences based on moment-to-moment tic annotation. The study included 20 participants (19 males aged 7-16) diagnosed with tic disorders (Yale Global Tic Severity Scale≥8), and we tested the replicability of our findings with an independent group of 36 children (15 females, aged 7-15) with tic disorders. RESULTS: During film viewing, we observed significant synchronization in the temporal tic patterns of various individuals despite diversity in their tic profiles. Furthermore, employing a video game developed for our study, we found that tic frequency increases during anticipation of a pending reward. This finding was replicated in a second experiment with an independent cohort. CONCLUSIONS: Our results indicate that tic frequency is affected by media elements in the short-term, and call for further investigation of the long-term impacts of exposure to such tic triggers.
Subject(s)
Tic Disorders , Tics , Tourette Syndrome , Video Games , Male , Child , Female , Humans , Motion Pictures , Video Games/adverse effects , Corpus StriatumABSTRACT
Technological advances in psychological research have enabled large-scale studies of human behavior and streamlined pipelines for automatic processing of data. However, studies of infants and children have not fully reaped these benefits because the behaviors of interest, such as gaze duration and direction, still have to be extracted from video through a laborious process of manual annotation, even when these data are collected online. Recent advances in computer vision raise the possibility of automated annotation of these video data. In this article, we built on a system for automatic gaze annotation in young children, iCatcher, by engineering improvements and then training and testing the system (referred to hereafter as iCatcher+) on three data sets with substantial video and participant variability (214 videos collected in U.S. lab and field sites, 143 videos collected in Senegal field sites, and 265 videos collected via webcams in homes; participant age range = 4 months-3.5 years). When trained on each of these data sets, iCatcher+ performed with near human-level accuracy on held-out videos on distinguishing "LEFT" versus "RIGHT" and "ON" versus "OFF" looking behavior across all data sets. This high performance was achieved at the level of individual frames, experimental trials, and study videos; held across participant demographics (e.g., age, race/ethnicity), participant behavior (e.g., movement, head position), and video characteristics (e.g., luminance); and generalized to a fourth, entirely held-out online data set. We close by discussing next steps required to fully automate the life cycle of online infant and child behavioral studies, representing a key step toward enabling robust and high-throughput developmental research.
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The recommended treatment for children with obesity includes numerous consultations by a multidisciplinary team, which is very cumbersome. Telehealth can assist in administering frequent care to children with obesity, yet the exact approaches and modes of delivery are still explored. During the COVID-19 pandemic, we developed an intensive telehealth-based treatment program that included a rewarding app for children with obesity. The aim of this study was to compare 6-month changes in body mass index (BMI) and body fat percent between participants in the program (n = 70) vs. children that underwent historic on-site care (n = 87). After 6 months, more participants in the telehealth group continued treatment compared to the on-site group (79% vs. 60%, p < 0.001). A significant reduction in the median BMI z-score (zBMI) was seen after 6 months in both groups (p < 0.01), with a similar proportion of zBMI reductions (71% in the telehealth group, 75% in the comparison group, p = 0.76). No statistically significant differences were found between the study groups in 6-month changes in BMI, zBMI, body fat percent or fat z-scores. We conclude that our telehealth program, which was executed during the COVID-19 pandemic, resulted in a high proportion of children with zBMI reduction that was comparable with the more personal on-site care.
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From birth, humans constantly make decisions about what to look at and for how long. Yet, the mechanism behind such decision-making remains poorly understood. Here, we present the rational action, noisy choice for habituation (RANCH) model. RANCH is a rational learning model that takes noisy perceptual samples from stimuli and makes sampling decisions based on expected information gain (EIG). The model captures key patterns of looking time documented in developmental research: habituation and dishabituation. We evaluated the model with adult looking time collected from a paradigm analogous to the infant habituation paradigm. We compared RANCH with baseline models (no learning model, no perceptual noise model) and models with alternative linking hypotheses (Surprisal, KL divergence). We showed that (1) learning and perceptual noise are critical assumptions of the model, and (2) Surprisal and KL are good proxies for EIG under the current learning context.
Subject(s)
Habituation, Psychophysiologic , Learning , Adult , Infant , Humans , Decision MakingABSTRACT
Purpose: Compare recovery rates between active young (Y) and middle-aged (MA) males up to 48H post aerobically based, exercise-induced muscle damage (EIMD) protocol. A secondary aim was to explore the relationships between changes in indices associated with EIMD and recovery throughout this timeframe. Methods: Twenty-eight Y (n = 14, 26.1 ± 2.9y, 74.5 ± 9.3 kg) and MA (n = 14, 43.6 ± 4.1y, 77.3 ± 12.9 kg) physically active males, completed a 60-min downhill running (DHR) on a treadmill at -10% incline and at 65% of maximal heart rate (HR). Biochemical, biomechanical, psychological, force production and muscle integrity (using MRI diffusion tensor imaging) markers were measured at baseline, immediately-post, and up to 48H post DHR. Results: During the DHR, HR was lower (p < 0.05) in MA compared to Y, but running pace and distance covered were comparable between groups. No statistical or meaningful differences were observed between groups for any of the outcomes. Yet, Significant (p < 0.05) time-effects within each group were observed: markers of muscle damage, cadence and perception of pain increased, while TNF-a, isometric and dynamic force production and stride-length decreased. Creatine-kinase at 24H-post and 48H-post were correlated (p < 0.05, r range = -0.57 to 0.55) with pain perception, stride-length, and cadence at 24H-post and 48H-post. Significant (p < 0.05) correlations were observed between isometric force production at all time-points and IL-6 at 48H-post DHR (r range = -0.62 to (-0.74). Conclusion: Y and MA active male amateur athletes recover in a comparable manner following an EIMD downhill protocol. These results indicate that similar recovery strategies can be used by trainees from both age groups following an aerobic-based EIMD protocol.
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Objectives: There is a low rate of body mass index measurements and obesity screening in primary pediatric care. Pediatric emergency department (PED) visits, with their large volumes and routine weight measurements, provide a unique opportunity to identify and address obesity. The study objectives were to examine the rate of addressing obesity in the PED and to identify its predicting factors. Methods: From electronic medical records of PED visits during 2010-2019, we extracted data on age, gender, weight, time, listed diagnoses, and discharge texts. The primary outcome was a listed diagnosis of "obesity" on discharge letters of children with obesity. Secondary outcomes were addressing weight in the discharge letter and written recommendations for obesity-related treatment. Mixed models were used to test for associations between each of the three outcomes and patient/visit characteristics. Results: There were 150,250 PED visits by 88,253 different children and adolescents. Obesity was found in 10,691 children (12.1%). Among these, listed "obesity" diagnosis was present in only 240 (1.5%) visits. Text addressing overweight/obesity was recorded in 721 (4.4%) visits, and weight-related recommendations were documented in 716 (4.4%) visits. "Obesity" was documented in females more often than in males, in older children, in children with higher weights, and in visits conducted during the mornings. Conclusions: The rate of obesity diagnosis in the PED was extremely low, hence the potential screening ability of the PED in this matter is highly under-utilized. PEDs could increase the recognition of obesity, thus assisting in the global efforts in tackling this disease.
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OBJECTIVE: The role of exercise testing during preparticipation examinations (PPEs) of middle-aged athletes is uncertain. This study examined the characteristics of disqualifications after an initial PPE that includes an exercise test in competitive athletes older than 30 years. We investigated disqualification rates and reasons, second-line investigations performed, and final decisions regarding competitive sports participation. DESIGN: Chart review. SETTING: Sports medicine clinic. PARTICIPANTS: Athletes aged >30 years that performed an exercise test as part of their annual PPE at our sports medicine clinic (n = 866). INDEPENDENT VARIABLES: Age, sex, height, weight, sport type, cardiovascular risk factors, and abnormal PPE findings. MAIN OUTCOME MEASURES: Additional investigations performed, approval/disqualification regarding competitive sports participation. RESULTS: The initial disqualification rate of athletes was 9.8%. Three (3.6%) athletes were disqualified following questionnaire and physical examination, 19 (22.4%) because of resting electrocardiogram findings, and 65 (76.5%) following the exercise test. After additional work-up, only 5 athletes (0.4%) were ultimately found ineligible for competitive sports. From those, only 2 athletes (0.2%) were disqualified because of exercise test findings, which were episodes of supraventricular tachycardia and not ischemia-related. CONCLUSIONS: The addition of an exercise test to the PPE of middle-aged athletes is of limited value. If exercise testing of older athletes is performed, arrhythmias are probably of higher significance than ST-T changes.
Subject(s)
Physical Examination , Sports , Athletes , Electrocardiography , Exercise Test , Humans , Middle Aged , Surveys and QuestionnairesABSTRACT
BACKGROUND: The SARS-CoV-19 pandemic and its associated lockdowns affected children's lifestyle dramatically. The effect of such changes on children's weight and obesity status is unknown. The aim of this study was to compare body weight and obesity rates in children from before the pandemic to 6 months after the major periods of lockdowns in Israel. METHODS: We used data from medical records of pediatric emergency department visits, where weight is routinely measured, to compare weight and obesity prevalence in the fourth quartile of 2020 (n = 2468) as compared with the fourth quartiles of 2018-2019 (n = 5300). Weight was transformed to age- and sex-specific standard-deviation-scores (SDS) for analysis. RESULTS: Weight-SDS increased by a mean of 0.07 during the first 6 months of the pandemic, yet this was only significant in preschoolers. Obesity rates also increased in this age group only, by 37%, from 8.1% to 11.1% (p = 0.01). CONCLUSIONS: Weight-SDS and obesity prevalence increased during the SARS-CoV-19 pandemic, yet only in younger children. Additional studies from other populations are needed.
Subject(s)
COVID-19 , Pediatric Obesity , Body Mass Index , Body Weight , COVID-19/epidemiology , Child , Communicable Disease Control , Female , Humans , Male , Overweight/epidemiology , Pandemics , Pediatric Obesity/epidemiologyABSTRACT
BACKGROUND: Differences have been reported in incidence rates of fractures in the pediatric population, between countries and over time. The aim of this study was to evaluate the incidence and characteristics of fractures over 20â¯years among Israeli children. METHODS: Incidence rates of fractures were derived from the electronic database of Meuhedet Health Services, a health maintenance organization providing healthcare services to 1.2 million people in Israel. Demographic and clinical data were extracted of all the fractures in individuals aged <18â¯years during 2000-2019. Fracture sites were determined according to ICD9 definitions. Fracture data were analyzed by age, sex, season and sector (general Jewish population, ultra-orthodox Jews and Arabs). RESULTS: During the study period 188,283 fractures occurred in 142,049 individuals. The most common were fractures of the upper limb (65%), followed by fractures of the lower limb [20%]. The overall fracture rate was 251 per 10,000 person- years (PY), and was higher for boys than girls (319 vs. 180 per 10,000 PY, pâ¯<â¯0.001). During 20â¯years, standardized fracture rates decreased significantly in the general Jewish population, among both boys (from 457 to 325 per 10,000 PY, pâ¯<â¯0.001) and girls (from 244 to 196 per 10,000 PY, pâ¯<â¯0.001); increased among ultra-orthodox Jewish boys (from 249 to 285 per 10,000 PY, pâ¯=â¯0.002) and girls (from 147 to 194 per 10,000 PY, pâ¯<â¯0.001); and did not change significantly among Arab boys and girls. The fracture rate peaked among girls aged 10-11â¯years and among boys aged 12-13â¯years. Seasonal variation showed a bimodal distribution with peaks during spring and autumn. CONCLUSIONS: The incidence of pediatric fractures is affected by age, gender, sector and season. Recognition of fracture characteristics may help identify specific populations and conditions for targeted prevention strategies.
Subject(s)
Fractures, Bone , Adolescent , Arabs , Child , Female , Fractures, Bone/epidemiology , Humans , Incidence , Israel/epidemiology , Jews , MaleABSTRACT
The aim of the present study was to examine and compare knowledge regarding concussion among parents of youth soccer players, ages 5-17, from the United States, Israel, and Sicily. Results revealed parents from the United States were more knowledgeable than Israeli and Sicilian parents and were more likely to have a previous history of concussion in their children, themselves, and their social contacts. The success of concussion education, programming, and legislation in the US may account for the greater knowledge of US parents and is reason to advocate for similar resources for youth athletes internationally.
Subject(s)
Athletic Injuries , Brain Concussion , Soccer , Adolescent , Athletes , Athletic Injuries/diagnosis , Brain Concussion/diagnosis , Child , Child, Preschool , Cross-Cultural Comparison , Humans , Parents , United StatesABSTRACT
Socio-emotional encounters involve a resonance of others' affective states, known as affect sharing (AS); and attribution of mental states to others, known as theory-of-mind (ToM). Empathy necessitates the integration of both processes, yet their interaction during emotional episodes and subsequent generation of inferences on others' affective states has rarely been tested. To address this, we developed a novel experimental design, wherein we manipulated AS by presenting nonverbal emotionally negative movies twice-each time accompanied by one of two soundtracks that accentuated either somatic cues or externally generated sounds. Movies were followed by questions addressing affective-ToM (emotional inferences), cognitive-ToM (inferences on beliefs and knowledge), and non-ToM aspects. Results revealed a neural differentiation between AS, affective-ToM, and cognitive-ToM. AS movies activated regions that have been implicated in emotional (e.g., amygdala) and somatosensory processing, and synchronized brain activity between participants in the latter. Affective-ToM activated the middle insula, limbic regions, and both ventral and dorsal portions of the medial prefrontal cortex (ventral medial prefrontal cortex [VMPFC] and dorsal medial prefrontal cortex [DMPFC], respectively), whereas cognitive-ToM activated posteromedial and lateral-prefrontal and temporal cortices. Critically, AS movies specifically altered neural activation in AS and ToM-related regions during subsequent affective-ToM inferences, most notably in the DMPFC. Moreover, DMPFC-VMPFC connectivity correlated with affective-ToM accuracy, when such questions followed AS movies. Our results associate empathic processes with designated neural activations and shed light on how neuro-behavioral indices of affective ToM are shaped by preceding somatic engagement.
Subject(s)
Affect/physiology , Brain Mapping , Empathy/physiology , Mentalization/physiology , Prefrontal Cortex/physiology , Social Perception , Theory of Mind/physiology , Adult , Female , Humans , Magnetic Resonance Imaging , Male , Prefrontal Cortex/diagnostic imaging , Young AdultABSTRACT
OBJECTIVE: To evaluate the associations of depressive symptoms and antidepressant use during pregnancy with the risks of preterm birth, low birth weight, small for gestational age (SGA), and low Apgar scores. DATA SOURCES: MEDLINE, EMBASE, ClinicalTrials.gov, and PsycINFO up to June 2016. METHODS OF STUDY SELECTION: Data were sought from studies examining associations of depression, depressive symptoms, or use of antidepressants during pregnancy with gestational age, birth weight, SGA, or Apgar scores. Authors shared the raw data of their studies for incorporation into this individual participant data meta-analysis. TABULATION, INTEGRATION, AND RESULTS: We performed one-stage random-effects meta-analyses to estimate odds ratios (ORs) with 95% CIs. The 215 eligible articles resulted in 402,375 women derived from 27 study databases. Increased risks were observed for preterm birth among women with a clinical diagnosis of depression during pregnancy irrespective of antidepressant use (OR 1.6, 95% CI 1.2-2.1) and among women with depression who did not use antidepressants (OR 2.2, 95% CI 1.7-3.0), as well as for low Apgar scores in the former (OR 1.5, 95% CI 1.3-1.7), but not the latter group. Selective serotonin reuptake inhibitor (SSRI) use was associated with preterm birth among women who used antidepressants with or without restriction to women with depressive symptoms or a diagnosis of depression (OR 1.6, 95% CI 1.0-2.5 and OR 1.9, 95% CI 1.2-2.8, respectively), as well as with low Apgar scores among women in the latter group (OR 1.7, 95% CI 1.1-2.8). CONCLUSION: Depressive symptoms or a clinical diagnosis of depression during pregnancy are associated with preterm birth and low Apgar scores, even without exposure to antidepressants. However, SSRIs may be independently associated with preterm birth and low Apgar scores. SYSTEMATIC REVIEW REGISTRATION: PROSPERO, CRD42016035711.
Subject(s)
Antidepressive Agents/adverse effects , Depression/drug therapy , Pregnancy Complications/drug therapy , Pregnancy Outcome/epidemiology , Adult , Antidepressive Agents/therapeutic use , Apgar Score , Birth Weight , Depression/epidemiology , Female , Gestational Age , Humans , Infant, Low Birth Weight , Infant, Newborn , Infant, Small for Gestational Age , Pregnancy , Pregnancy Complications/epidemiology , Premature Birth/epidemiology , Selective Serotonin Reuptake Inhibitors/adverse effectsABSTRACT
We present an asymptomatic 26-year-old athlete, with no family history of sudden cardiac death and no structural heart disease, who displayed short-coupled premature ventricular contractions on exercise test and Holter monitoring. The rarity of the case as well as management dilemmas are discussed. (Level of Difficulty: Intermediate.).
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Randomised assignment of individuals to treatment and controls groups is often considered the gold standard to draw valid conclusions about the efficacy of an intervention. In practice, randomisation can lead to accidental differences due to chance. Researchers have offered alternatives to reduce such differences, but these methods are not used frequently due to the requirement of advanced statistical methods. Here, we recommend a simple assignment procedure based on variance minimisation (VM), which assigns incoming participants automatically to the condition that minimises differences between groups in relevant measures. As an example of its application in the research context, we simulated an intervention study whereby a researcher used the VM procedure on a covariate to assign participants to a control and intervention group rather than controlling for the covariate at the analysis stage. Among other features of the simulated study, such as effect size and sample size, we manipulated the correlation between the matching covariate and the outcome variable and the presence of imbalance between groups in the covariate. Our results highlighted the advantages of VM over prevalent random assignment procedure in terms of reducing the Type I error rate and providing accurate estimates of the effect of the group on the outcome variable. The VM procedure is valuable in situations whereby the intervention to an individual begins before the recruitment of the entire sample size is completed. We provide an Excel spreadsheet, as well as scripts in R, MATLAB, and Python to ease and foster the implementation of the VM procedure.